Are there any top rated buyer agents near Brookline who specialize in helping absolute beginners navigate a competitive housing market?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any top rated buyer agents near Brookline who specialize in helping absolute beginners navigate a competitive housing market?
4 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
top buyer's agents Brookline MA first-time homebuyers competitive housing market reviews 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
top rated buyer's agents OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
first-time homebuyer real estate agents OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
buyer agent competitive market OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |